{"id":"W4200455551","doi":"10.1093/geroni/igab046.450","title":"Medicare Costs by Disability and Community-Dwelling Status","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Gerontology; Medicine; Health and Retirement Study; Nursing homes; Quarter (Canadian coin); Population; Health care; Disease; Environmental health; Nursing; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000506733,0.0002139618,0.0001917071,0.002166336,0.0002573301,0.000631619,0.0004226668,0.0002726078,0.003750782],"category_scores_gemma":[0.003011524,0.0001007376,0.0004896926,0.00256585,0.0001823802,0.0004922166,0.0006288562,0.0003350047,0.0004018494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009293508,"about_ca_system_score_gemma":0.0005077822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0383224,"about_ca_topic_score_gemma":0.05117586,"domain_scores_codex":[0.9994178,0.0001455716,0.00007830318,0.00007465018,0.0001393818,0.0001443516],"domain_scores_gemma":[0.9979821,0.0002462629,0.001185365,0.00005880383,0.0002583187,0.0002690941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006882902,0.00002943916,0.9956077,0.00001617925,0.00008675888,0.00002292615,0.00003278684,0.0002854691,0.00003572362,0.0001626485,0.001208127,0.002443464],"study_design_scores_gemma":[0.000005091747,0.00002624718,0.9986501,0.00001030083,0.00001803429,0.00006184093,0.0000731304,0.0004840325,0.000036077,0.00004930017,0.0005832967,0.000002539693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799598,0.0005517759,0.00008880332,0.0002908319,0.000009054986,0.00002389715,0.0163407,0.0000152562,0.002719853],"genre_scores_gemma":[0.9870231,0.0002553856,0.0001700654,0.00006173369,0.00002250594,0.00003147589,0.01124515,0.000002976903,0.001187581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0383224,"threshold_uncertainty_score":0.07619864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06880575909932395,"score_gpt":0.4605863050943432,"score_spread":0.3917805459950193,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}